public static void PopulatePOSDictionary(IObjectStream <POSSample> samples, IMutableTagDictionary dictionary, bool caseSensitive, int cutoff)
{
var newEntries = new Dictionary <string, Dictionary <string, int> >();
POSSample sample;
while ((sample = samples.Read()) != null)
{
for (int i = 0; i < sample.Sentence.Length; i++)
{
if (!StringPattern.Recognize(sample.Sentence[i]).ContainsDigit)
{
string word = caseSensitive ? sample.Sentence[i] : sample.Sentence[i].ToLowerInvariant();
if (!newEntries.ContainsKey(word))
{
newEntries.Add(word, new Dictionary <string, int>());
}
var dicTags = dictionary.GetTags(word);
if (dicTags != null)
{
foreach (var tag in dicTags)
{
if (!newEntries[word].ContainsKey(tag))
{
newEntries[word].Add(tag, cutoff);
}
}
}
if (!newEntries[word].ContainsKey(sample.Tags[i]))
{
newEntries[word].Add(sample.Tags[i], 1);
}
else
{
newEntries[word][sample.Tags[i]]++;
}
}
}
}
foreach (var wordEntry in newEntries)
{
var tagsForWord = new List <string>();
foreach (var entry in wordEntry.Value)
{
if (entry.Value >= cutoff)
{
tagsForWord.Add(entry.Key);
}
}
if (tagsForWord.Count > 0)
{
dictionary.Put(wordEntry.Key, tagsForWord.ToArray());
}
}
}
public static void PopulatePOSDictionary(IObjectStream<POSSample> samples, IMutableTagDictionary dictionary, bool caseSensitive, int cutoff) {
var newEntries = new Dictionary<string, Dictionary<string, int>>();
POSSample sample;
while ((sample = samples.Read()) != null) {
for (int i = 0; i < sample.Sentence.Length; i++) {
if (!StringPattern.Recognize(sample.Sentence[i]).ContainsDigit) {
string word = caseSensitive ? sample.Sentence[i] : sample.Sentence[i].ToLowerInvariant();
if (!newEntries.ContainsKey(word)) {
newEntries.Add(word, new Dictionary<string, int>());
}
var dicTags = dictionary.GetTags(word);
if (dicTags != null) {
foreach (var tag in dicTags) {
if (!newEntries[word].ContainsKey(tag)) {
newEntries[word].Add(tag, cutoff);
}
}
}
if (!newEntries[word].ContainsKey(sample.Tags[i])) {
newEntries[word].Add(sample.Tags[i], 1);
} else {
newEntries[word][sample.Tags[i]]++;
}
}
}
}
foreach (var wordEntry in newEntries) {
var tagsForWord = (from entry in wordEntry.Value where entry.Value >= cutoff select entry.Key).ToList();
if (tagsForWord.Count > 0)
dictionary.Put(wordEntry.Key, tagsForWord.ToArray());
}
}